金 群

研究成果

年別の研究成果 1989 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 158 Conference contribution
• 131 Article
• 58 Editorial
• 8 Conference article
• 14 その他
  • 5 Paper
  • 4 Chapter
  • 2 Review article
  • 1 Book
  • 1 Foreword/postscript
  • 1 Comment/debate

年別の研究成果

年別の研究成果

検索結果

• 2023

  Distribution Bias Aware Collaborative Generative Adversarial Network for Imbalanced Deep Learning in Industrial IoT

  Zhou, X., Hu, Y., Wu, J., Liang, W., Ma, J. & Jin, Q., 2023 1月 1, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 570-580 11 p.

  研究成果: Article › 査読

  Open Access

  • Industrial internet of things (IIoT) 100%
  • Deep learning 63%
  • Classifiers 37%
  • Discriminators 22%
  • Anomaly detection 18%
  7 被引用数 (Scopus)
• 2022

  ADCB: Adaptive Dynamic Clustering of Bandits for Online Recommendation System

  Wang, Y., Zhang, W., Ma, J. & Jin, Q., 2022, (Accepted/In press) In: Neural Processing Letters.

  研究成果: Article › 査読

  • Online Systems 100%
  • Recommender systems 67%
  • Cluster Analysis 61%
  • Graph structures 27%
  • Merging 22%

• AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy

  Li, Y., Zeng, G., Zhang, Y., Wang, J., Jin, Q., Sun, L., Zhang, Q., Lian, Q., Qian, G., Xia, N., Peng, R., Tang, K., Wang, S. & Wang, Y., 2022 4月 1, In: IEEE Journal of Biomedical and Health Informatics. 26, 4, p. 1684-1695 12 p.

  研究成果: Article › 査読

  • Root Canal Therapy 100%
  • Canals 80%
  • Anatomy 53%
  • X rays 19%
  • Endodontists 17%
  3 被引用数 (Scopus)

• Analysis on the Subdivision of Skilled Mowing Movements on Slopes^†

  Wu, B., Wu, Y., Nishimura, S. & Jin, Q., 2022 2月 1, In: Sensors. 22, 4, 1372.

  研究成果: Article › 査読

  Open Access

  • subdivisions 100%
  • Accident 96%
  • Accidental Falls 60%
  • slopes 56%
  • Occupational Groups 54%
  2 被引用数 (Scopus)

• A Self-Supervised Learning Based Framework for Eyelid Malignant Melanoma Diagnosis in Whole Slide Images

  Jiang, Z., Wang, L., Wang, Y., Jia, G., Zeng, G., Wang, J., Li, Y., Chen, D., Qian, G. & Jin, Q., 2022, (Accepted/In press) In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. p. 1-15 15 p.

  研究成果: Article › 査読

  • Melanoma 100%
  • Supervised Learning 98%
  • Supervised learning 72%
  • Eyelids 72%
  • Learning 50%
  1 被引用数 (Scopus)

• Bi-Dueling DQN Enhanced Two-stage Scheduling for Augmented Surveillance in Smart EMS

  Liang, W., Xie, W., Zhou, X., Wang, K. I. K., Ma, J. & Jin, Q., 2022, (Accepted/In press) In: IEEE Transactions on Industrial Informatics. p. 1-10 10 p.

  研究成果: Article › 査読

  • Scheduling 100%
  • Industry 52%
  • Industrial management 38%
  • Operations research 27%
  • Reinforcement learning 24%

• CAN: Effective cross features by global attention mechanism and neural network for ad click prediction

  Cai, W., Wang, Y., Ma, J. & Jin, Q., 2022 2月, In: Tsinghua Science and Technology. 27, 1, p. 186-195 10 p., 9515791.

  研究成果: Article › 査読

  Open Access

  • Deep neural networks 100%
  • Neural networks 62%
  • Factorization 20%
  • Marketing 19%
  • Experiments 7%
  7 被引用数 (Scopus)

• Earning While Learning: An Adversarial Multi-Armed Bandit Based Real-Time Bidding Scheme in Deregulated Electricity Market

  Wang, Y., Zhang, B., Ma, J. & Jin, Q., 2022, In: IEEE Transactions on Network Science and Engineering. 9, 6, p. 3991-4000 10 p.

  研究成果: Article › 査読

  • Power markets 100%
  • Profitability 53%
  • Industry 42%
  • Electricity 8%
  • Uncertainty 7%

• Edge Enabled Two-Stage Scheduling Based on Deep Reinforcement Learning for Internet of Everything

  Zhou, X., Liang, W., Yan, K., Li, W., Wang, K. I. K., Ma, J. & Jin, Q., 2022, (Accepted/In press) In: IEEE Internet of Things Journal. p. 1 1 p.

  研究成果: Article › 査読

  Open Access

  • Reinforcement learning 100%
  • Scheduling 68%
  • Internet 68%
  • NP-hard 24%
  • Security of data 23%
  8 被引用数 (Scopus)

• Effectiveness, Policy, and User Acceptance of COVID-19 Contact-Tracing Apps in the Post–COVID-19 Pandemic Era: Experience and Comparative Study

  Liu, M. X., Zhou, S. Y., Jin, Q., Nishimura, S. & Ogihara, A., 2022 10月, In: JMIR Public Health and Surveillance. 8, 10, e40233.

  研究成果: Article › 査読

  Open Access

  • Contact Tracing 100%
  • Pandemics 75%
  • acceptance 49%
  • contact 49%
  • experience 21%

• F-SWIR: Rumor Fick-spreading model considering fusion information decay in social networks

  Li, W., Wei, D., Zhou, X., Li, S. & Jin, Q., 2022 10月 10, In: Concurrency Computation Practice and Experience. 34, 22, e7166.

  研究成果: Article › 査読

  • Information Fusion 100%
  • Information fusion 74%
  • Decay 53%
  • Network Structure 32%
  • Influence 29%

• Intelligent Containment Control With Double Constraints for Cloud-Based Collaborative Manufacturing

  Zhou, X., Hou, H., Liang, W., Wang, K. I. K. & Jin, Q., 2022, (Accepted/In press) In: IEEE Transactions on Industrial Informatics. p. 1-11 11 p.

  研究成果: Article › 査読

  • Robots 100%
  • Communication 33%
  • Topology 30%
  • Decision making 16%
  • Costs 8%

• Intelligent Small Object Detection for Digital Twin in Smart Manufacturing with Industrial Cyber-Physical Systems

  Zhou, X., Xu, X., Liang, W., Zeng, Z., Shimizu, S., Yang, L. T. & Jin, Q., 2022 2月 1, In: IEEE Transactions on Industrial Informatics. 18, 2, p. 1377-1386 10 p.

  研究成果: Article › 査読

  Open Access

  • Digital twin 100%
  • Cyber Physical System 76%
  • Object detection 70%
  • Twinning 12%
  • Industry 4.0 12%
  51 被引用数 (Scopus)

• KFRNN: An Effective False Data Injection Attack Detection in Smart Grid Based on Kalman Filter and Recurrent Neural Network

  Wang, Y., Zhang, Z., Ma, J. & Jin, Q., 2022 5月 1, In: IEEE Internet of Things Journal. 9, 9, p. 6893-6904 12 p.

  研究成果: Article › 査読

  • Recurrent neural networks 100%
  • Smart power grids 92%
  • Kalman filters 88%
  • Learning systems 65%
  • Weibull distribution 37%
  8 被引用数 (Scopus)

• LDP-Fed+: A robust and privacy-preserving federated learning based classification framework enabled by local differential privacy

  Wang, Y., Zhang, X., Ma, J. & Jin, Q., 2022, (Accepted/In press) In: Concurrency Computation Practice and Experience.

  研究成果: Article › 査読

  • Privacy Preserving 100%
  • Privacy 81%
  • Data privacy 65%
  • Learning 58%
  • Security Model 45%

• Measurement and verification of cognitive load in multimedia presentation using an eye tracker

  Cong, R., Tago, K. & Jin, Q., 2022 8月, In: Multimedia Tools and Applications. 81, 19, p. 26821-26835 15 p.

  研究成果: Article › 査読

  • Experiments 100%
  1 被引用数 (Scopus)

• Modeling social network behavior spread based on group cohesion under uncertain environment

  Li, W., Deng, Z., Zhou, X., Jin, Q. & Sheng, B., 2022 9月 25, In: Concurrency Computation Practice and Experience. 34, 21, e7101.

  研究成果: Article › 査読

  • Cohesion 100%
  • Modeling 44%
  • Game theory 18%
  • Model-based 15%
  • Autonomy 13%

• PSARE: A RL-Based Online Participant Selection Scheme Incorporating Area Coverage Ratio and Degree in Mobile Crowdsensing

  Xu, Y., Wang, Y., Ma, J. & Jin, Q., 2022 10月 1, In: IEEE Transactions on Vehicular Technology. 71, 10, p. 10923-10933 11 p.

  研究成果: Article › 査読

  • Reinforcement Learning 100%
  • Q-learning 74%
  • Reinforcement learning 66%
  • Trajectories 46%
  • Trajectory 43%

• QAPP: A quality-aware and privacy-preserving medical image release scheme

  Zhang, X., Wang, Y., Ma, J. & Jin, Q., 2022 12月, In: Information Fusion. 88, p. 281-295 15 p.

  研究成果: Article › 査読

  • Discrete cosine transforms 100%
  • Image quality 82%
  • Image classification 23%
  • Data privacy 22%
  • Image segmentation 21%
  1 被引用数 (Scopus)

• SSPA: an effective semi-supervised peer assessment method for large scale MOOCs

  Wang, Y., Fang, H., Jin, Q. & Ma, J., 2022, In: Interactive Learning Environments. 30, 1, p. 158-176 19 p.

  研究成果: Article › 査読

  • Students 100%
  • grading 71%
  • teacher 22%
  • aggregation 14%
  • Agglomeration 11%
  2 被引用数 (Scopus)
• 2021

  Academic Influence Aware and Multidimensional Network Analysis for Research Collaboration Navigation Based on Scholarly Big Data

  Zhou, X., Liang, W., Wang, K. I. K., Huang, R. & Jin, Q., 2021 1月 1, In: IEEE Transactions on Emerging Topics in Computing. 9, 1, p. 246-257 12 p., 8421047.

  研究成果: Article › 査読

  Open Access

  • Electric network analysis 100%
  • Big data 88%
  • Navigation 75%
  • Social computing 48%
  • Industry 14%
  95 被引用数 (Scopus)

• Analysis of the Conversations on Twitter regarding HPV Vaccine

  Suzuki, D., Nishimura, S., Jin, Q. & Ogihara, A., 2021, In: Journal of Consumer Health on the Internet. 25, 4, p. 397-406 10 p.

  研究成果: Article › 査読

  • Papillomavirus Vaccines 100%
  • twitter 78%
  • Japan 65%
  • conversation 60%
  • Social Networking 60%

• A Position and Area Localization Algorithm for Obstacles in the Environment of Sparsely-Deployed Sensors

  Gao, Z., Yang, X., Wu, B., Lu, H., Zhang, J., Diao, W. & Jin, Q., 2021, In: IEEE Access. 9, p. 39884-39896 13 p., 9371677.

  研究成果: Article › 査読

  Open Access

  • Environment 100%
  • Sensors 90%
  • Time 63%
  • Shape 57%
  • Experiments 41%

• CCFS: A Confidence-Based Cost-Effective Feature Selection Scheme for Healthcare Data Classification

  Chen, Y., Wang, Y., Cao, L. & Jin, Q., 2021 5月 1, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 3, p. 902-911 10 p., 8662586.

  研究成果: Article › 査読

  • Data Classification 100%
  • Feature Selection 89%
  • Healthcare 81%
  • Confidence 70%
  • Feature extraction 51%
  6 被引用数 (Scopus)

• Enhanced Diagnosis of Pneumothorax with an Improved Real-Time Augmentation for Imbalanced Chest X-rays Data Based on DCNN

  Wang, Y., Sun, L. & Jin, Q., 2021 5月 1, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 3, p. 951-962 12 p., 8693998.

  研究成果: Article › 査読

  • Augmentation 100%
  • Real-time 95%
  • Pneumothorax 92%
  • Deep neural networks 81%
  • Neural Networks 79%
  12 被引用数 (Scopus)

• Evolutionary community discovery in dynamic social networks via resistance distance

  Li, W., Zhu, H., Li, S., Wang, H., Dai, H., Wang, C. & Jin, Q., 2021 6月 1, In: Expert Systems with Applications. 171, 114536.

  研究成果: Article › 査読

  • Social Work 100%
  • Topology 46%
  9 被引用数 (Scopus)

• Improving Diagnosis Estimation by Considering the Periodic Span of the Life Cycle Based on Personal Health Data

  Tago, K., Nishimura, S., Ogihara, A. & Jin, Q., 2021 2月 15, In: Big Data Research. 23, 100176.

  研究成果: Article › 査読

  • Personal Health 100%
  • Life Cycle 79%
  • Life cycle 63%
  • Health 53%
  • Dimension Reduction 23%

• Measurement and quantification of an individual's feelings for a place in personal data analysis

  Kasuya, S., Tago, K. & Jin, Q., 2021 12月, In: Human Behavior and Emerging Technologies. 3, 5, p. 739-749 11 p.

  研究成果: Article › 査読

  • quantification 100%
  • personal data 99%
  • Data privacy 91%
  • Emotions 70%
  • data analysis 67%

• Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images

  Li, J., Wang, Y., Wang, S., Wang, J., Liu, J., Jin, Q. & Sun, L., 2021 5月, In: IEEE Journal of Biomedical and Health Informatics. 25, 5, p. 1336-1346 11 p., 9351607.

  研究成果: Article › 査読

  Open Access

  • Coronavirus 100%
  • X rays 71%
  • X-Rays 61%
  • Thorax 54%
  • Pneumonia 51%
  18 被引用数 (Scopus)

• Research and Implementation of Chinese Couplet Generation System With Attention Based Transformer Mechanism

  Wang, Y., Zhang, J., Zhang, B. & Jin, Q., 2021, (Accepted/In press) In: IEEE Transactions on Computational Social Systems.

  研究成果: Article › 査読

  • Transformer 100%
  • Deep neural networks 73%
  • Word processing 54%
  • Linguistics 35%
  • Low Frequency 29%

• Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

  Zhou, X., Liang, W., Shimizu, S., Ma, J. & Jin, Q., 2021 8月, In: IEEE Transactions on Industrial Informatics. 17, 8, p. 5790-5798 9 p., 9311786.

  研究成果: Article › 査読

  Open Access

  • Cyber Physical System 100%
  • Anomaly detection 93%
  • Convolutional neural networks 54%
  • Neural networks 54%
  • Industry 4.0 36%
  97 被引用数 (Scopus)

• Variational LSTM Enhanced Anomaly Detection for Industrial Big Data

  Zhou, X., Hu, Y., Liang, W., Ma, J. & Jin, Q., 2021 5月, In: IEEE Transactions on Industrial Informatics. 17, 5, p. 3469-3477 9 p., 9195000.

  研究成果: Article › 査読

  Open Access

  • Anomaly detection 100%
  • Big data 86%
  • Long short-term memory 44%
  • Industrial internet of things (IIoT) 27%
  • Industry 4.0 23%
  136 被引用数 (Scopus)

• 一种利用多任务学习的短期住宅负荷预测方案

  Wang, Y. F., Xiao, C. B., Chen, Y. & Jin, Q., 2021 6月, In: Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications. 44, 3, p. 47-52 6 p.

  研究成果: Article › 査読

  • Multi-task learning 100%
  • Deep learning 22%
  • Long short-term memory 14%
  • K-means clustering 13%
  • Smart power grids 12%
• 2020

  An Intelligent Dynamic Offloading from Cloud to Edge for Smart IoT Systems with Big Data

  Wang, T., Liang, Y., Zhang, Y., Zheng, X., Arif, M., Wang, J. & Jin, Q., 2020 10月 1, In: IEEE Transactions on Network Science and Engineering. 7, 4, p. 2598-2607 10 p., 9072277.

  研究成果: Article › 査読

  • Big data 100%
  • Internet of things 93%
  • Edge computing 34%
  • Data Analytics 30%
  • Real time systems 27%
  21 被引用数 (Scopus)

• BciNet: A Biased Contest-Based Crowdsourcing Incentive Mechanism through Exploiting Social Networks

  Wang, Y., Dai, W., Jin, Q. & Ma, J., 2020 8月, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 8, p. 2926-2937 12 p., 8370841.

  研究成果: Article › 査読

  • Crowdsourcing 100%
  • Chemical activation 19%
  • Compensation and Redress 16%
  5 被引用数 (Scopus)

• BTR: A Feature-Based Bayesian Task Recommendation Scheme for Crowdsourcing System

  Dai, W., Wang, Y., Ma, J. & Jin, Q., 2020 6月, In: IEEE Transactions on Computational Social Systems. 7, 3, p. 780-789 10 p., 9076653.

  研究成果: Article › 査読

  • Crowdsourcing 100%
  • Recommendations 91%
  • User Preferences 23%
  • Large-scale Systems 15%
  • costs 12%
  8 被引用数 (Scopus)

• Cyber-Enabled Well-Being Oriented Daily Living Support Based on Personal Data Analysis

  Kasuya, S., Zhou, X., Tago, K., Nishimura, S. & Jin, Q., 2020 4月 1, In: IEEE Transactions on Emerging Topics in Computing. 8, 2, p. 493-502 10 p., 8070361.

  研究成果: Article › 査読

  • Data privacy 100%
  26 被引用数 (Scopus)

• Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

  Zhou, X., Liang, W., Wang, K. I. K., Wang, H., Yang, L. T. & Jin, Q., 2020 7月, In: IEEE Internet of Things Journal. 7, 7, p. 6429-6438 10 p., 9055403.

  研究成果: Article › 査読

  • Deep learning 100%
  • Internet 76%
  • Mobile computing 63%
  • Internet of things 62%
  • Sensors 57%
  167 被引用数 (Scopus)

• Detection of Health Abnormality Considering Latent Factors Inducing a Disease

  Tago, K., Takagi, K. & Jin, Q., 2020, In: IEEE Access. 8, p. 139433-139443 11 p., 9149923.

  研究成果: Article › 査読

  Open Access

  • Blood Pressure 100%
  • Health 57%
  • Latent Class Analysis 40%
  • Hidden Markov models 31%
  • Deep learning 28%

• DNN-DP: Differential Privacy Enabled Deep Neural Network Learning Framework for Sensitive Crowdsourcing Data

  Wang, Y., Gu, M., Ma, J. & Jin, Q., 2020 2月, In: IEEE Transactions on Computational Social Systems. 7, 1, p. 215-224 10 p., 8909376.

  研究成果: Article › 査読

  • Privacy 100%
  • neural network 93%
  • Crowdsourcing 91%
  • Deep neural networks 75%
  • Neural Networks 73%
  10 被引用数 (Scopus)

• Personalized real-time movie recommendation system: Practical prototype and evaluation

  Zhang, J., Wang, Y., Yuan, Z. & Jin, Q., 2020 4月, In: Tsinghua Science and Technology. 25, 2, p. 180-191 12 p.

  研究成果: Article › 査読

  • Recommender systems 100%
  • Collaborative filtering 84%
  • Feedback 31%
  • Mean square error 23%
  • Big data 22%
  39 被引用数 (Scopus)

• RV-ML: An Effective Rumor Verification Scheme Based on Multi-Task Learning Model

  Lv, Q., Wang, Y., Zhang, B. & Jin, Q., 2020 11月, In: IEEE Communications Letters. 24, 11, p. 2527-2531 5 p., 9146786.

  研究成果: Article › 査読

  • Multi-task Learning 100%
  • Multi-task learning 78%
  • Memory Term 22%
  • Long short-term memory 19%
  • Model 19%
  2 被引用数 (Scopus)

• The effect of eye movements and cultural factors on product color selection

  Wu, B., Zhu, Y., Yu, K., Nishimura, S. & Jin, Q., 2020 12月, In: Human-centric Computing and Information Sciences. 10, 1, 48.

  研究成果: Article › 査読

  Open Access

  • Eye movements 100%
  • Color 63%
  • User centered design 19%
  • Eye tracking 17%
  • Product design 14%
  7 被引用数 (Scopus)

• Three-hop velocity attenuation propagation model for influence maximization in social networks

  Li, W., Fan, Y., Mo, J., Liu, W., Wang, C., Xin, M. & Jin, Q., 2020 3月 1, In: World Wide Web. 23, 2, p. 1261-1273 13 p.

  研究成果: Article › 査読

  • Information dissemination 100%
  • Set theory 12%
  • Experiments 6%
  8 被引用数 (Scopus)
• 2019

  A Distributed Intelligent Hungarian Algorithm for Workload Balance in Sensor-Cloud Systems Based on Urban Fog Computing

  Liang, J., Long, Y., Mei, Y., Wang, T. & Jin, Q., 2019, In: IEEE Access. 7, p. 77649-77658 10 p., 8735711.

  研究成果: Article › 査読

  Open Access

  • Fog 100%
  • Fog computing 91%
  • Sensors 35%
  • Wireless sensor networks 32%
  • Energy utilization 29%
  11 被引用数 (Scopus)

• Analysis of health changes and the association of health indicators in the elderly using TCM pulse diagnosis assisted with ICT devices: A time series study

  Zhou, S., Ogihara, A., Nishimura, S. & Jin, Q., 2019 4月, In: European Journal of Integrative Medicine. 27, p. 105-113 9 p.

  研究成果: Article › 査読

  • Information Technology 100%
  • Communication 63%
  • Elderly 56%
  • Equipment and Supplies 50%
  • Health 41%
  9 被引用数 (Scopus)

• Analyzing influence of emotional tweets on user relationships using Naive Bayes and dependency parsing

  Tago, K., Takagi, K., Kasuya, S. & Jin, Q., 2019 5月 15, In: World Wide Web. 22, 3, p. 1263-1278 16 p.

  研究成果: Article › 査読

  • Glossaries 100%
  • Composite materials 60%
  • Statistical methods 43%
  9 被引用数 (Scopus)

• An efficient location recommendation scheme based on clustering and data fusion

  Cai, W., Wang, Y., Lv, R. & Jin, Q., 2019 7月, In: Computers and Electrical Engineering. 77, p. 289-299 11 p.

  研究成果: Article › 査読

  • Data fusion 100%
  • Collaborative filtering 9%
  • Experiments 3%
  12 被引用数 (Scopus)

• An improved SSO algorithm for cyber-enabled tumor risk analysis based on gene selection

  Ye, C., Pan, J. & Jin, Q., 2019 3月, In: Future Generation Computer Systems. 92, p. 407-418 12 p.

  研究成果: Article › 査読

  • Risk analysis 100%
  • Tumors 94%
  • Genes 87%
  • Gene expression 50%
  • Local search (optimization) 18%
  6 被引用数 (Scopus)

• A secure IoT service architecture with an efficient balance dynamics based on cloud and edge computing

  Wang, T., Zhang, G., Liu, A., Bhuiyan, M. Z. A. & Jin, Q., 2019 6月, In: IEEE Internet of Things Journal. 6, 3, p. 4831-4843 13 p., 8464241.

  研究成果: Article › 査読

  • Edge computing 100%
  • Cloud computing 71%
  • Internet of things 68%
  183 被引用数 (Scopus)